基于随机化的多层实验模型:I. 随机化链

Randomization-based models for multitiered experiments: I. A chain of randomizations

Annals of Statistics · 2016
被引 10
ABS 4★

中文导读

本文推导了具有随机化链的实验的随机化模型,给出了处理效应估计量、标准误和方差分析中期望均方的公式,并讨论了拟合这些模型的实用性和可能遇到的困难。

Abstract

We derive randomization-based models for experiments with a chain of randomizations. Estimation theory for these models leads to formulae for the estimators of treatment effects, their standard errors and expected mean squares in the analysis of variance. We discuss the practicalities in fitting these models and outline the difficulties that can occur, many of which do not arise in two-tiered experiments.

计量经济学实验设计统计学随机化